Reclaimer: A Reinforcement Learning Approach to Dynamic Resource Allocation for Cloud Microservices.
Quintin FettesAvinash KaranthRazvan C. BunescuBrandon BeckwithSreenivas SubramoneyPublished in: CoRR (2023)
Keyphrases
- dynamic resource allocation
- reinforcement learning
- cloud computing
- resource allocation
- function approximation
- allocation policies
- state space
- multi agent
- optimal policy
- markov decision processes
- dynamic programming
- model free
- robotic control
- direct policy search
- real time
- reinforcement learning algorithms
- temporal difference
- learning algorithm
- machine learning
- neural network
- action space
- stochastic approximation
- multi agent reinforcement learning
- private cloud